You will get I will build a production-ready retail sales forecasting model sytem


Project details
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(Keep this professional and clean for Upwork)
I help retail businesses forecast sales accurately across multiple stores and SKUs using advanced machine learning techniques.
My approach includes:
• Time-series feature engineering (lags, rolling windows, seasonality)
• SKU clustering for better model generalization
• Gradient boosting models (LightGBM/XGBoost)
• Proper backtesting and validation
• Production-ready deployment (optional)
I focus on business impact: reducing stockouts, improving demand planning, and increasing operational efficiency.
Clean code. Reproducible pipelines. Deployment-ready systems.
(Keep this professional and clean for Upwork)
I help retail businesses forecast sales accurately across multiple stores and SKUs using advanced machine learning techniques.
My approach includes:
• Time-series feature engineering (lags, rolling windows, seasonality)
• SKU clustering for better model generalization
• Gradient boosting models (LightGBM/XGBoost)
• Proper backtesting and validation
• Production-ready deployment (optional)
I focus on business impact: reducing stockouts, improving demand planning, and increasing operational efficiency.
Clean code. Reproducible pipelines. Deployment-ready systems.
Language
English, ArabicBusiness Type
PersonalPlan Format
PDFWhat's included
| Service Tiers |
Starter
$100
|
Standard
$150
|
Advanced
$200
|
|---|---|---|---|
| Delivery Time | 7 days | 5 days | 4 days |
Executive Summary | - | ||
Company Description | - | ||
Industry & Competitor Analysis | - | - | |
SWOT Analysis | - | - | - |
Customer Analysis | - | ||
Tailored Marketing Plan | - | - | - |
Review & Critique | - | - | - |
Financial Forecast | - | ||
Investor List | - | - | - |
Outreach Email Copy | - | - | - |
About Mohamed
Machine learning Engineer, Data scientist ,Data Analyst
Cairo, Egypt - 6:42 am local time
Steps for completing your project
After purchasing the project, send requirements so Mohamed can start the project.
Delivery time starts when Mohamed receives requirements from you.
Mohamed works on your project following the steps below.
Revisions may occur after the delivery date.
problem defination